8 papers
Is the ACL Responsible NLP Checklist a Box-Ticking Exercise? A Large-Scale Analysis of EMNLP 2025
Nusrath Jinnath, Wei Zhao
Responsible NLP practice includes a) transparency, b) ethics, and c) societal impacts. The Responsible NLP Checklist aims to push these goals, and promote responsible practice. Rec…
Can a Lightweight Automated AI Pipeline Solve Research-Level Mathematical Problems?
Lve Meng, Weilong Zhao, Yanzhi Zhang +2
Large language models (LLMs) have recently achieved remarkable success in generating rigorous mathematical proofs, with "AI for Math" emerging as a vibrant field of research (Ju et…
Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation
Steffen Eger, Yong Cao, Jennifer D'Souza +11
With the advent of large multimodal language models, science is now at a threshold of an AI-based technological transformation. An emerging ecosystem of models and tools aims to su…
How Do Lexical Senses Correspond Between Spoken German and German Sign Language?
Melis Ãelikkol, Wei Zhao
Sign language lexicographers construct bilingual dictionaries by establishing word-to-sign mappings, where polysemous and homonymous words corresponding to different signs across c…
Malicious Repurposing of Open Science Artefacts by Using Large Language Models
Zahra Hashemi, Zhiqiang Zhong, Jun Pang +1
The rapid evolution of large language models (LLMs) has fuelled enthusiasm about their role in advancing scientific discovery, with studies exploring LLMs that autonomously generat…
LiTransProQA: an LLM-based Literary Translation evaluation metric with Professional Question Answering
Ran Zhang, Wei Zhao, Lieve Macken +1
The impact of Large Language Models (LLMs) has extended into literary domains. However, existing evaluation metrics for literature prioritize mechanical accuracy over artistic expr…